Asymmetric Multi-task Learning based on Task Relatedness and Confidence

Giwoong Lee, Eunho Yang, Sung Ju Hwang

Abstract: We propose a novel multi-task learning method that can minimize the effect of negative transfer by allowing asymmetric transfer between the tasks based on task relatedness as well as the amount of ...